saas-unit-economics-mcp-v1
Delivers API endpoints to compute SaaS unit economics metrics including LTV, CAC, churn rate, payback period, and gross margins from input data like revenue and costs. SaaS finance teams, growth analysts, and developers use it to run cohort analysis and profitability forecasts in spreadsheets or apps.
Overview
The saas-unit-economics-mcp-v1 MCP server provides programmatic computation of core SaaS unit economics metrics. It processes inputs such as monthly recurring revenue (MRR), customer acquisition spend, churn data, and expansion rates to output standardized financial ratios.
Key Capabilities
No specific tools are listed in the server discovery (Available Tools/Capabilities: N/A). Capabilities center on unit economics formulas, including:
- Lifetime Value (LTV) calculation from ARPU and churn.
- Customer Acquisition Cost (CAC) aggregation from marketing and sales spend.
- Payback period derivation from CAC and gross margins.
- Churn and retention cohort modeling. These are exposed via MCP-compatible API calls for integration into custom models.
Use Cases
- Profitability Forecasting: A SaaS CFO inputs Q1 MRR growth and CAC data into LTV and payback calculations to project break-even timelines.
- Investor Reporting: Growth analysts compute Rule of 40 scores (growth + profit margin) using cohort revenue and churn metrics for pitch decks.
- Pricing Optimization: Product managers model LTV changes under different ARPU scenarios to justify price hikes.
- Cohort Analysis: Developers query retention curves from user-level data to identify high-churn segments.
Who This Is For
SaaS operators including finance leads, revenue analysts, and full-stack developers building internal tools or dashboards. Targets teams needing repeatable, error-free unit economics computations without spreadsheets.